Trash related service requests and ECB citations
Background
Area
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Data on trash
- 311 service requests
- The 311 service request dataset describes complains about trash in Baltimore City. Some of these complains include: Dirty Alleys, Dirty Streets, Illegal Dumping, and Sanitation Property.
- The 311 service request dataset describes complains about trash in Baltimore City. Some of these complains include: Dirty Alleys, Dirty Streets, Illegal Dumping, and Sanitation Property.
- ECB citations
- The ECB citations dataset measures the city’s code enforcement activities. Particularly, we are focusing on the following citations: Bulk Trash, Exterior Sanitary Maintenace, Occupant Trash Disposal, and Trash Accumulation.
Get selected requests
## Layer Type: Feature Layer## Geometry Type: esriGeometryPoint## Service Coordinate Reference System: 2248## Output Coordinate Reference System: 4326## Warning: attribute variables are assumed to be spatially constant throughout all
## geometries## Removing 24 duplicate 311 service requests.## Layer Type: Feature Layer## Geometry Type: esriGeometryPoint## Service Coordinate Reference System: 2248## Output Coordinate Reference System: 4326## Warning: attribute variables are assumed to be spatially constant throughout all
## geometries## Removing 24 duplicate 311 service requests.## Layer Type: Feature Layer## Geometry Type: esriGeometryPoint## Service Coordinate Reference System: 2248## Output Coordinate Reference System: 4326## Warning: attribute variables are assumed to be spatially constant throughout all
## geometries## Removing 24 duplicate 311 service requests.## Layer Type: Feature Layer## Geometry Type: esriGeometryPoint## Service Coordinate Reference System: 2248## Output Coordinate Reference System: 4326## Warning: attribute variables are assumed to be spatially constant throughout all
## geometries## Removing 24 duplicate 311 service requests.Get selected citations
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## Layer Type: TableWhere is trash an issue in the area?
- Requests
- Map of requests
- Citations
- Citations by block
- Citations by block number and street name
Requests
Comparison between the 311 service requests in the Ellwood Park/Monument neighborhood and its surrounding neighborhoods.
| Service requests in Ellwood Park/Monument and nearby areas | ||
|---|---|---|
| Characteristic | Ellwood Park/Monument, N = 7741 | Nearby areas, N = 3,4271 |
| Request type | ||
| Dirty Alley | 419 (54%) | 1,620 (47%) |
| Dirty Street | 161 (21%) | 924 (27%) |
| Illegal Dumping | 94 (12%) | 388 (11%) |
| Sanitation Property | 100 (13%) | 495 (14%) |
| Current status | ||
| Closed | 744 (96%) | 3,310 (97%) |
| Closed (Transferred) | 19 (2.5%) | 73 (2.1%) |
| New | 9 (1.2%) | 32 (0.9%) |
| Open | 1 (0.1%) | 11 (0.3%) |
| Pending | 1 (0.1%) | 1 (<0.1%) |
| Request outcome | ||
| Assigned | 0 (0%) | 1 (<0.1%) |
| Removal referred | 7 (0.9%) | 30 (0.9%) |
| SR assessed and no cause for action determined | 34 (4.6%) | 155 (4.7%) |
| Work completed | 653 (88%) | 2,975 (90%) |
| Work could not be completed | 5 (0.7%) | 22 (0.7%) |
| Work referred to another agency (NOT BY SR TRANSFER) | 42 (5.7%) | 128 (3.9%) |
| Unknown | 33 | 116 |
| Days to close request | 3.1 (1.2, 7.1) | 2.4 (1.0, 6.0) |
| Unknown | 30 | 117 |
| Nearby areas include Baltimore Highlands, Madison-Eastend, McElderry Park, Orangeville, Orangeville Industrial Area, and Patterson Park Neighborhood. | ||
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The location and the type of 311 service requests within the Ellwood Park/Monument neighborhood over the past 6 months is shown on the map below.
The time it takes to close each service request within the Ellwood Park/Monument neighborhood is shown below.
Citations
Comparison between the citation status of Ellwood Park/Monument and its surrounding neighborhoods.
The location and the description of citations within Ellwood Park/Monument over the past 6 is shown below.
Citations by block
## Layer Type: Feature Layer## Geometry Type: esriGeometryPolygon## Service Coordinate Reference System: 2248## Output Coordinate Reference System: 4326## Layer Type: Feature Layer## Geometry Type: esriGeometryPolygon## Service Coordinate Reference System: 2248## Output Coordinate Reference System: 4326
| block | citations |
|---|---|
| 1678 | 86 |
| 6159 | 55 |
| 6159A | 39 |
| 1661 | 29 |
| 1646 | 28 |
| 1647 | 27 |
| 1662 | 26 |
| 1677 | 22 |
| 1715 | 22 |
| 1645 | 20 |
| 6152 | 18 |
| 6156 | 18 |
| 1660 | 16 |
| 6155 | 16 |
| 1714 | 15 |
| 6157 | 14 |
| 1713 | 10 |
| 6154 | 10 |
| 6158A | 9 |
| 6166 | 8 |
| 1695 | 7 |
| 6153 | 7 |
| 1695A | 6 |
| 6158 | 6 |
| 6151 | 5 |
| 1716B | 1 |
Plot citations by block number and street
| 10 blocks in Ellwood Park/Monument with most citations since 2016 | ||
|---|---|---|
| Block | Street | Citations |
| 400 | N ROBINSON ST | 54 |
| 400 | N EAST AVE | 46 |
| 3600 | E FAYETTE ST | 37 |
| 200 | N LUZERNE AVE | 36 |
| 3600 | ROBERTS PL | 35 |
| 3200 | E FAIRMOUNT AVE | 32 |
| 2800 | ASHLAND AVE | 30 |
| 600 | N KENWOOD AVE | 30 |
| 400 | N MILTON AVE | 29 |
| 500 | N MILTON AVE | 29 |
| Source: Environmental Control Board (ECB) Citations/Open Baltimore | ||
How are citations addressing the issue of trash in this area?
- Citation status
- Citation status map -Does the map show any cluster(s) where citations are voided or appealed?
- Citations over time
- Total paid per citation map
- Should the average amount paid per type of citation be found?
Citation status
| Citation status in Ellwood Park/Monument | |
|---|---|
| Citation Status | Citations |
| Appealed | 2 |
| Open | 224 |
| Paid | 281 |
| Voided | 13 |
| ECB Citations in Ellwood Park/Monument and nearby areas | ||
|---|---|---|
| Characteristic | Ellwood Park/Monument, N = 5201 | Nearby areas, N = 2,1481 |
| Description | ||
| BULK TRASH | 164 (32%) | 551 (26%) |
| EXTERIOR SANITARY MAINTENANCE - TRASH, GARBAGE AND DEBRIS | 4 (0.8%) | 49 (2.3%) |
| SANITARY MAINTENANCE - OCCUPANT TRASH DISPOSAL | 0 (0%) | 4 (0.2%) |
| TRASH ACCUMULATION | 352 (68%) | 1,544 (72%) |
| Citation Status | ||
| Appealed | 2 (0.4%) | 21 (1.0%) |
| Open | 224 (43%) | 866 (40%) |
| Paid | 281 (54%) | 1,211 (56%) |
| Voided | 13 (2.5%) | 50 (2.3%) |
| Nearby areas include Baltimore Highlands, Madison-Eastend, McElderry Park, Orangeville, Orangeville Industrial Area, and Patterson Park Neighborhood. | ||
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Citations over time
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
Total paid per citation
# How area service requests addressing the issue of trash in this area?
-Service requests - What is the avg number of days it takes to close each type of request? -Service requests over time -Service requests status
## Warning: Removed 30 rows containing missing values (geom_point).
| Service Requests in Ellwood Park/Monument | |
|---|---|
| Service Request Type | Requests |
| Dirty Alley | 419 |
| Dirty Street | 161 |
| Sanitation Property | 100 |
| Illegal Dumping | 94 |
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
| Service Request Status in Ellwood Park/Monument | |
|---|---|
| Service Request Status | Requests |
| Closed | 744 |
| Closed (Transferred) | 19 |
| New | 9 |
| Open | 1 |
| Pending | 1 |